TY - JOUR
T1 - The non-pharmaceutical interventions may affect the advantage in transmission of mutated variants during epidemics
T2 - A conceptual model for COVID-19
AU - Zhao, Shi
AU - Wang, Kai
AU - Chong, Marc K.C.
AU - Musa, Salihu S.
AU - He, Mu
AU - Han, Lefei
AU - He, Daihai
AU - Wang, Maggie H.
N1 - Publisher Copyright:
© 2022 Elsevier Ltd
PY - 2022/6/7
Y1 - 2022/6/7
N2 - As the COVID-19 pandemic continues, genetic mutations in SARS-CoV-2 emerge, and some of them are found more contagious than the previously identified strains, acting as the major mechanism for many large-scale epidemics. The transmission advantage of mutated variants is widely believed as an innate biological feature that is difficult to be altered by artificial factors. In this study, we explore how non-pharmaceutical interventions (NPI) may affect transmission advantage. A two-strain compartmental epidemic model is proposed and simulated to investigate the biological mechanism of the relationships among different NPIs, the changes in transmissibility of each strain and transmission advantage. Although the NPIs are effective in flattening the epidemic curve, we demonstrate that NPIs probably lead to a decline in transmission advantage, which is likely to occur if the NPIs become intensive. Our findings uncover the mechanistic relationship between NPIs and transmission advantage dynamically, and highlight the important role of NPIs not only in controlling the intensity of epidemics but also in slowing or even containing the growth of the proportion of variants.
AB - As the COVID-19 pandemic continues, genetic mutations in SARS-CoV-2 emerge, and some of them are found more contagious than the previously identified strains, acting as the major mechanism for many large-scale epidemics. The transmission advantage of mutated variants is widely believed as an innate biological feature that is difficult to be altered by artificial factors. In this study, we explore how non-pharmaceutical interventions (NPI) may affect transmission advantage. A two-strain compartmental epidemic model is proposed and simulated to investigate the biological mechanism of the relationships among different NPIs, the changes in transmissibility of each strain and transmission advantage. Although the NPIs are effective in flattening the epidemic curve, we demonstrate that NPIs probably lead to a decline in transmission advantage, which is likely to occur if the NPIs become intensive. Our findings uncover the mechanistic relationship between NPIs and transmission advantage dynamically, and highlight the important role of NPIs not only in controlling the intensity of epidemics but also in slowing or even containing the growth of the proportion of variants.
KW - COVID-19
KW - Mathematical modelling
KW - Non-pharmaceutical intervention
KW - Reproduction number
KW - Transmission advantage
UR - http://www.scopus.com/inward/record.url?scp=85127102474&partnerID=8YFLogxK
U2 - 10.1016/j.jtbi.2022.111105
DO - 10.1016/j.jtbi.2022.111105
M3 - Article
C2 - 35331730
AN - SCOPUS:85127102474
SN - 0022-5193
VL - 542
JO - Journal of Theoretical Biology
JF - Journal of Theoretical Biology
M1 - 111105
ER -